Seeing red: A review of the use of near-infrared spectroscopy (NIRS) in entomology

被引:36
作者
Johnson, Joel B. [1 ]
Naiker, Mani [1 ]
机构
[1] CQUniv, Sch Hlth Med & Appl Sci, 630 Ibis Ave, North Rockhampton 4701, Australia
关键词
Chemometrics; integrative taxonomy; noninvasive assessment; age grading; metabolomics; INTERNAL INSECT INFESTATION; SITOPHILUS-ORYZAE COLEOPTERA; SUPPORT VECTOR MACHINES; ANOPHELES-GAMBIAE S.S; FRUIT-FLY INFESTATION; SINGLE WHEAT KERNELS; SOFT-X-RAY; CUTICULAR HYDROCARBONS; REFLECTANCE SPECTROSCOPY; CALLOSOBRUCHUS-MACULATUS;
D O I
10.1080/05704928.2019.1685532
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Near-infrared spectroscopy (NIRS) is a rapid, noninvasive and cheap method of profiling the chemical composition of a broad range of sample types. Over the past two decades, it has been used in numerous entomological applications, ranging from taxonomy and metabolomic profiling to the prediction of insect age and sex. This review provides a perspective on the historical and contemporary applications of NIRS for entomology. Two areas that show particular promise are the detection and identification of insects infesting stored food products, and the rapid, low-cost and non-lethal profiling of cuticular hydrocarbons of individual insects.
引用
收藏
页码:810 / 839
页数:30
相关论文
共 158 条
[71]   A near-infrared spectroscopy routine for unambiguous identification of cryptic ant species [J].
Kinzner, Martin-Carl ;
Wagner, Herbert C. ;
Peskoller, Andrea ;
Moder, Karl ;
Dowell, Floyd E. ;
Arthofer, Wolfgang ;
Schlick-Steiner, Birgit C. ;
Steiner, Florian M. .
PEERJ, 2015, 3
[72]   Near-Infrared Imaging Spectroscopy as a Tool to Discriminate Two Cryptic Tetramorium Ant Species [J].
Klarica, Jasmin ;
Bittner, Lukas ;
Pallua, Johannes ;
Pezzei, Christine ;
Huck-Pezzei, Verena ;
Dowell, Floyd ;
Schied, Johannes ;
Bonn, Guenther K. ;
Huck, Christian ;
Schlick-Steiner, Birgit C. ;
Steiner, Florian M. .
JOURNAL OF CHEMICAL ECOLOGY, 2011, 37 (06) :549-552
[73]   A review of genetic algorithms in near infrared spectroscopy and chemometrics: past and future [J].
Koljonen, Janne ;
Nordling, Torbjoern E. M. ;
Alander, Jarmo T. .
JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2008, 16 (03) :189-197
[74]   Analysis of near infrared spectra for age-grading of wild populations of Anopheles gambiae [J].
Krajacich, Benjamin J. ;
Meyers, Jacob I. ;
Alout, Haoues ;
Dabire, Roch K. ;
Dowell, Floyd E. ;
Foy, Brian D. .
PARASITES & VECTORS, 2017, 10
[75]   Monitoring the Age of Mosquito Populations Using Near-Infrared Spectroscopy [J].
Lambert, Ben ;
Sikulu-Lord, Maggy T. ;
Mayagaya, Vale S. ;
Devine, Greg ;
Dowell, Floyd ;
Churcher, Thomas S. .
SCIENTIFIC REPORTS, 2018, 8
[76]  
Lazzari S. M. N., 2010, Julius-Kuhn-Archiv, P139
[77]   DETERMINING THE AGE OF ADULT MALE AND FEMALE GLOSSINA-MORSITANS-MORSITANS USING A NEW TECHNIQUE [J].
LEHANE, MJ ;
MAIL, TS .
ECOLOGICAL ENTOMOLOGY, 1985, 10 (02) :219-224
[78]   The Influence of Diet on the Use of Near-Infrared Spectroscopy to Determine the Age of Female Aedes aegypti Mosquitoes [J].
Liebman, Kelly ;
Swamidoss, Isabel ;
Vizcaino, Lucrecia ;
Lenhart, Audrey ;
Dowell, Floyd ;
Wirtz, Robert .
AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2015, 92 (05) :1070-1075
[79]   Detection of fruit fly infestation in pickling cucumbers using a hyperspectral reflectance/transmittance imaging system [J].
Lu, Renfu ;
Ariana, Diwan P. .
POSTHARVEST BIOLOGY AND TECHNOLOGY, 2013, 81 :44-50
[80]   Automatic threshold method and optimal wavelength selection for insect-damaged vegetable soybean detection using hyperspectral images [J].
Ma, Yanan ;
Huang, Min ;
Yang, Bao ;
Zhu, Qibing .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2014, 106 :102-110